Fault Diagnosis for PV Modules Based on AlexNet and Symmetrized Dot Pattern

Fault Diagnosis for PV Modules Based on AlexNet and Symmetrized Dot Pattern

Faults in solar photovoltaic (PV) modules often result from component damage, leading to voltage fluctuations and decreased stability in the power system. In this study, the original voltage signals of different PV modules show little variation. Therefore, a solution that combines symmetrized dot pa...

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Bibliographic Details
Main Authors: Meng-Hui Wang, Chun-Chun Hung, Shiue-Der Lu, Zong-Han Lin, Cheng-Chien Kuo
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Energies
Subjects:
photovoltaic
symmetrized dot pattern
AlexNet
convolutional neural network
extension neural network
Online Access:https://www.mdpi.com/1996-1073/16/22/7563

Internet

https://www.mdpi.com/1996-1073/16/22/7563

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